{"id":"W4394773899","doi":"10.29327/1390041.3-87","title":"Diagnóstico e manejo do Carcinoma Hepatocelular","year":2024,"lang":"pt","type":"article","venue":"","topic":"Biological Research and Disease Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cytodiagnostics (Canada)","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000333638,0.0002097869,0.0001786653,0.001582444,0.0003709615,0.0005577782,0.0002362286,0.0005272949,0.001438426],"category_scores_gemma":[0.001209703,0.0001728449,0.000199212,0.0006735894,0.0005502685,0.0004916147,0.0002840458,0.000352387,0.0003442931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000309366,"about_ca_system_score_gemma":0.0002122829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003370275,"about_ca_topic_score_gemma":0.001846621,"domain_scores_codex":[0.9997907,0.00002839648,0.00001443291,0.0000338035,0.00006706082,0.00006560351],"domain_scores_gemma":[0.9996606,0.0001222628,0.00005111203,0.00002591274,0.00006525904,0.00007480531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009036356,0.0001157147,0.7719074,0.0002695777,0.00003754141,0.08472511,0.0008015512,0.0002219167,0.08487552,0.0007680753,0.0004726244,0.05490135],"study_design_scores_gemma":[0.00005223921,0.0005447838,0.6259435,0.0001475789,0.0001276443,0.2882426,0.003309468,0.001909743,0.06881077,0.0009559536,0.00989473,0.00006095488],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9834746,0.005535592,0.001559179,0.0002781327,0.00004139979,0.00004063747,0.0001720608,0.00005883828,0.008839608],"genre_scores_gemma":[0.9972608,0.001139761,0.0006962821,0.00004331306,0.00002816768,0.000004065892,0.00006564528,0.000003131122,0.0007587787],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003370275,"threshold_uncertainty_score":0.00670135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02114285282296903,"score_gpt":0.2963185482735921,"score_spread":0.275175695450623,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}